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A Constructive Inversion Framework for Twisted Convolution

机译:扭曲卷积的构造性反演框架

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In this paper we develop constructive invertibility conditions for the twisted convolution. Our approach is based on splitting the twisted convolution with rational parameters into a finite number of weighted convolutions, which can be interpreted as another twisted convolution on a finite cyclic group. In analogy with the twisted convolution of finite discrete signals, we derive an anti-homomorphism between the sequence space and a suitable matrix algebra which preserves the algebraic structure. In this way, the problem reduces to the analysis of finite matrices whose entries are sequences supported on corresponding cosets. The invertibility condition then follows from Cramer’s rule and Wiener’s lemma for this special class of matrices. The problem results from a well known approach of studying the invertibility properties of the Gabor frame operator in the rational case. The presented approach gives further insights into Gabor frames. In particular, it can be applied for both the continuous (on ${Bbb R}^d$ ) and the finite discrete setting. In the latter case, we obtain algorithmic schemes for directly computing the inverse of Gabor frame-type matrices equivalent to those known in the literature.
机译:在本文中,我们为扭曲卷积开发了构造可逆性条件。我们的方法基于将有理参数的扭曲卷积拆分为有限数量的加权卷积,这可以解释为有限循环组上的另一种扭曲卷积。与有限离散信号的扭曲卷积类似,我们推导了序列空间与保留代数结构的合适矩阵代数之间的反同态性。这样,问题就减少到对有限矩阵的分析,该矩阵的条目是对应的陪集上支持的序列。然后,针对此类特殊矩阵,根据Cramer规则和Wiener引理得出可逆性条件。该问题来自于研究理性情况下Gabor框架算子的可逆性的一种众所周知的方法。提出的方法可进一步了解Gabor框架。特别是,它可以应用于连续(在$ {Bbb R} ^ d $上)和有限离散设置。在后一种情况下,我们获得了直接计算与文献中已知等效的Gabor帧类型矩阵的逆的算法方案。

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